Real projects, evidence at the right level.

Industrializing the control of complex banking files

Starting point

Heterogeneous files, documents in French and Arabic, manual controls and an initial 33% of documents routed to human review.

Deployment

Hundreds of rules and keywords added, detection of contracts and supporting documents, concurrent batch processing and verification on real documents.

Result

The main detections have been corrected and batch processing sharply increases throughput. The final review rate is still being validated by the client.

files processed in parallel

10×

Source to verify

total time per file

≈1×

Source to verify

of documents flagged for review at the start

33%

Source to verify

10× is the number of files processed in parallel, ≈1× the total time per file, and 33% an initial human-review value. None of these figures is a validated financial gain.

Turning existing cameras into retail intelligence

Starting point

Video streams were available but hard to use for objectively measuring footfall, queues, service time, dwell time and employee–customer interactions.

Deployment

Camera mapping, KPI definition, local Edge server, stream integration, calibration, user acceptance testing, training and 30 days of hypercare.

Result

A first store in production and an organized move from PoC to a repeatable model across different store formats.

site in production

1

Source to verify

PoCs under way

6

Source to verify

video processed on site

Edge

Source to verify

Securing the execution of after-sales technical campaigns

Starting point

A large network had to apply repair procedures rigorously, document the evidence and limit over-quality that drives warranty costs.

Deployment

Standardized engineering controls, direct exchanges with photos, videos and comments, digital action plans and cross-site campaign tracking.

Result

More consistent execution, better traceability of interventions and faster exchanges between the network and the engineering department.

vehicles in scope

400K+

Source to verify

countries steered

2

Source to verify

Standardizing QHSE audits across a national industrial network

Starting point

Safety and quality controls spread across cement, aggregates and concrete activities, with a need for consolidated visibility and consistent tracking of corrective actions.

Deployment

Digitized field audits, non-conformity reporting, action plan assignment and multi-site steering by every level of management.

Result

One shared standard, centralized traceability and stronger compliance discipline across the entire French scope.

industrial sites covered

≈200

Source to verify

activities harmonized

3

Source to verify